Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this ....Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this burden. Current methods include unreliable, crude clinical and visual guides that suggest osteoporosis screening. The project plans to develop a novel system by applying machine learning algorithms to radiology data which is commonly captured for diagnosing other conditions.Read moreRead less
Greater inclusion of people with disability in Australian workplaces. This project aims to develop a model of successful employment for people with a disability, identify sources of employer diversity that explain willingness to hire, and develop social marketing messages that improve employer attitudes and achieve greater inclusion in Australian workplaces. Workforce participation of people with a disability remains low. The outcome of this study will be more people with a disability and their ....Greater inclusion of people with disability in Australian workplaces. This project aims to develop a model of successful employment for people with a disability, identify sources of employer diversity that explain willingness to hire, and develop social marketing messages that improve employer attitudes and achieve greater inclusion in Australian workplaces. Workforce participation of people with a disability remains low. The outcome of this study will be more people with a disability and their carers gaining meaningful employment, with benefits including improved physical and mental health, social connections and economic security. It will benefit employers by creating more diverse workplaces and a broader talent pool, resulting in greater innovation and productivity.Read moreRead less
Attentional asymmetries for navigation in healthy and clinical groups. This project plans to investigate how differences in attentional capacity between the left and right sides of the brain affect the ability to walk or manoeuvre vehicles between obstacles. To navigate our environment and avoid obstacles, we need to attend to stimuli that are important and ignore those that are not. Unfortunately, the brain’s attentional capacity is limited, which can result in errors and collisions. Using the ....Attentional asymmetries for navigation in healthy and clinical groups. This project plans to investigate how differences in attentional capacity between the left and right sides of the brain affect the ability to walk or manoeuvre vehicles between obstacles. To navigate our environment and avoid obstacles, we need to attend to stimuli that are important and ignore those that are not. Unfortunately, the brain’s attentional capacity is limited, which can result in errors and collisions. Using the techniques of cognitive neuroscience, the project aims to provide a better understanding of the cognitive and neural mechanisms that govern attention in an applied setting. It expects to identify the factors that exacerbate lapses in attention and collisions. The effect of everyday impediments such as mobile phones, alcohol and fatigue will be investigated together with means of minimising these attentional lapses and improving safety.Read moreRead less
Development of new systems for the commercial collection, processing and storage of adipose stem cells. This project is aimed at developing a standardised method to commercially extract and expand stem cells from adipose tissue. This product will then be available commercially as a therapeutic treatment.
Doubly disadvantaged: harnessing elements of resilience and establishing information for systems change. Aboriginal children with a disability who receive insufficient support when young are likely to experience a lifetime of disadvantage. This project will provide these children, their families and their carers with a culturally appropriate, holistic pathway enabling easier access to health, social, and educational services.
3D Printed Food for People with Swallowing Disability. This project aims to identify ways that 3D food printing (additive manufacturing using real food in a device like a ink-jet printer) could be used to improve the visual appeal of puree meals for people with swallowing difficulty, who make up ~8% of the world's population. This study will be the first to include people with swallowing disability (e.g., related to cerebral palsy, stroke, older age) and their supporters in examining the views a ....3D Printed Food for People with Swallowing Disability. This project aims to identify ways that 3D food printing (additive manufacturing using real food in a device like a ink-jet printer) could be used to improve the visual appeal of puree meals for people with swallowing difficulty, who make up ~8% of the world's population. This study will be the first to include people with swallowing disability (e.g., related to cerebral palsy, stroke, older age) and their supporters in examining the views and experiences of stakeholders on the impact of 3D food printing on quality of life, enjoyment, participation, and safety. Outcomes include new knowledge on factors affecting the implementation of 3D food printing in disability and aged care services, to inform policy, practice, and future research.Read moreRead less
Global dementias: Examining structural vulnerability and dementia outcomes. This project aims to examine the social and cultural dimensions of dementia by using a comparative ethnographic approach to examine the experiences of people living with dementia in Australia, Malaysia and India. The project expects to generate new anthropological knowledge about structural inequalities by examining how dementia is responded to in diverse geographic, cultural and social settings. Expected outcomes of thi ....Global dementias: Examining structural vulnerability and dementia outcomes. This project aims to examine the social and cultural dimensions of dementia by using a comparative ethnographic approach to examine the experiences of people living with dementia in Australia, Malaysia and India. The project expects to generate new anthropological knowledge about structural inequalities by examining how dementia is responded to in diverse geographic, cultural and social settings. Expected outcomes of this project include the creation of a new evidence-base on dementia and the production of briefing documents to guide global health frameworks. The project should provide significant benefits for people living with dementia by providing locally-relevant strategies to respond to dementia and resultant disability.Read moreRead less
A progressive study of user and sensor models for monitoring and assisting elderly people, focusing on the visually impaired. This research will contribute to the well-being of our ageing population by extending their independence, and hence their ability to remain safely in their homes. This will benefit them, their carers and the rest of society. The synergy between user modelling, language technology and sensor networks, grounded in psychological findings, will yield high quality, novel scien ....A progressive study of user and sensor models for monitoring and assisting elderly people, focusing on the visually impaired. This research will contribute to the well-being of our ageing population by extending their independence, and hence their ability to remain safely in their homes. This will benefit them, their carers and the rest of society. The synergy between user modelling, language technology and sensor networks, grounded in psychological findings, will yield high quality, novel scientific advances. The deployed prototypes will provide proof of concept of an application that improves our daily living, creating commercialisation opportunities.Read moreRead less
Social outcomes, behaviour and emotional well-being of adults with autism. It is recognised that autism results in substantial life-long disability. Severe emotional and behavioural problems are likely to be a key factor in precluding adults with autism from work, independent living, social contact, and undermine their quality of life, thus increasing support needs. This project aims to address a major gap in our current knowledge - the association between severe emotional and behavioural proble ....Social outcomes, behaviour and emotional well-being of adults with autism. It is recognised that autism results in substantial life-long disability. Severe emotional and behavioural problems are likely to be a key factor in precluding adults with autism from work, independent living, social contact, and undermine their quality of life, thus increasing support needs. This project aims to address a major gap in our current knowledge - the association between severe emotional and behavioural problems in adults with autism and social outcomes. Identification of markers of adult outcomes aims to lead to an improved understanding of the pathways to better social outcomes, facilitating the development of specific interventions to provide much needed improvements in outcomes for adults with autism.Read moreRead less
Improving academic outcomes by moderating anxiety in children with autism. The project aims to investigate links between anxiety and academic enablers for children with autism. As a group, these children are currently achieving at lower rates than their peers, with implications for their future social and economic wellbeing. Effective interventions to improve educational outcomes are lacking. This project will investigate how anxiety, a commonly occurring condition in autism, impacts attitudes a ....Improving academic outcomes by moderating anxiety in children with autism. The project aims to investigate links between anxiety and academic enablers for children with autism. As a group, these children are currently achieving at lower rates than their peers, with implications for their future social and economic wellbeing. Effective interventions to improve educational outcomes are lacking. This project will investigate how anxiety, a commonly occurring condition in autism, impacts attitudes and behaviours that facilitate students’ participation in and ability to benefit from academic instruction in the classroom. Findings are intended to provide an evidence base for the development of an intervention suitable for use by service providers to increase academic achievement in children with autism.Read moreRead less